Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden
This study proposes a method for the classification of lithic raw materials by means of hyperspectralimaging, a non-destructive fast analytical technique. The information potential of this approach wastested on a dwelling site dated to mid-late Mesolithic (7200–5800 BP) at Lillsjön, Ångermanland,Swe...
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Umeå universitet, Miljöarkeologiska laboratoriet
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ftumeauniv:oai:DiVA.org:umu-154130 2023-10-09T21:54:32+02:00 Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden Sciuto, Claudia Geladi, Paul La Rosa, Lorenza Linderholm, Johan Thyrel, Mikael 2019 application/pdf http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-154130 https://doi.org/10.1080/01977261.2018.1543105 eng eng Umeå universitet, Miljöarkeologiska laboratoriet SLU Swedish University of Agricultural Sciences, Umeå, Sweden Department of Archaeology, Conservation and History, University of Oslo, Oslo, Norway , 2019, 44:1, s. 22-35 Lithic Technology, 2051-6185, 2019, 44:1, s. 22-35 orcid:0000-0003-0880-644X orcid:0000-0001-7471-8195 http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-154130 doi:10.1080/01977261.2018.1543105 ISI:000457783400003 Scopus 2-s2.0-85057246757 info:eu-repo/semantics/openAccess Lithic raw materials hyperspectral imaging EDXRF chemometrics intra-site analysis Swedish Mesolithic semi-subterranean dwellings Archaeology Arkeologi Article in journal info:eu-repo/semantics/article text 2019 ftumeauniv https://doi.org/10.1080/01977261.2018.1543105 2023-09-22T14:01:18Z This study proposes a method for the classification of lithic raw materials by means of hyperspectralimaging, a non-destructive fast analytical technique. The information potential of this approach wastested on a dwelling site dated to mid-late Mesolithic (7200–5800 BP) at Lillsjön, Ångermanland,Sweden. A dataset of lithic tools and flakes (2612 objects) made of quartz and quartzite, wasanalyzed using a shortwave infrared hyperspectral imaging system. The classification of the rawmaterials was performed applying multivariate statistical models. A random test set of 55artefacts was selected, classified according to spectral signature and divided into categoriescorresponding to different geological materials. The same test set was analyzed with EnergyDispersive X-Ray Fluorescence (ED XRF) to validate the classification. The entire dataset of lithicscollected on the site was then classified applying a SIMCA model. The distribution of items onthe site was visualized in a 3D GIS platform according to their geological characteristics tohighlight patterns that could indicate different use of the space and dynamics of raw materialssupply over time. Mobima; Bio4Energy Article in Journal/Newspaper Northern Sweden Umeå University: Publications (DiVA) Lithic Technology 44 1 22 35 |
institution |
Open Polar |
collection |
Umeå University: Publications (DiVA) |
op_collection_id |
ftumeauniv |
language |
English |
topic |
Lithic raw materials hyperspectral imaging EDXRF chemometrics intra-site analysis Swedish Mesolithic semi-subterranean dwellings Archaeology Arkeologi |
spellingShingle |
Lithic raw materials hyperspectral imaging EDXRF chemometrics intra-site analysis Swedish Mesolithic semi-subterranean dwellings Archaeology Arkeologi Sciuto, Claudia Geladi, Paul La Rosa, Lorenza Linderholm, Johan Thyrel, Mikael Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden |
topic_facet |
Lithic raw materials hyperspectral imaging EDXRF chemometrics intra-site analysis Swedish Mesolithic semi-subterranean dwellings Archaeology Arkeologi |
description |
This study proposes a method for the classification of lithic raw materials by means of hyperspectralimaging, a non-destructive fast analytical technique. The information potential of this approach wastested on a dwelling site dated to mid-late Mesolithic (7200–5800 BP) at Lillsjön, Ångermanland,Sweden. A dataset of lithic tools and flakes (2612 objects) made of quartz and quartzite, wasanalyzed using a shortwave infrared hyperspectral imaging system. The classification of the rawmaterials was performed applying multivariate statistical models. A random test set of 55artefacts was selected, classified according to spectral signature and divided into categoriescorresponding to different geological materials. The same test set was analyzed with EnergyDispersive X-Ray Fluorescence (ED XRF) to validate the classification. The entire dataset of lithicscollected on the site was then classified applying a SIMCA model. The distribution of items onthe site was visualized in a 3D GIS platform according to their geological characteristics tohighlight patterns that could indicate different use of the space and dynamics of raw materialssupply over time. Mobima; Bio4Energy |
format |
Article in Journal/Newspaper |
author |
Sciuto, Claudia Geladi, Paul La Rosa, Lorenza Linderholm, Johan Thyrel, Mikael |
author_facet |
Sciuto, Claudia Geladi, Paul La Rosa, Lorenza Linderholm, Johan Thyrel, Mikael |
author_sort |
Sciuto, Claudia |
title |
Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden |
title_short |
Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden |
title_full |
Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden |
title_fullStr |
Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden |
title_full_unstemmed |
Hyperspectral Imaging for Characterization of Lithic Raw Materials : the Case of aMesolithic Dwelling in Northern Sweden |
title_sort |
hyperspectral imaging for characterization of lithic raw materials : the case of amesolithic dwelling in northern sweden |
publisher |
Umeå universitet, Miljöarkeologiska laboratoriet |
publishDate |
2019 |
url |
http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-154130 https://doi.org/10.1080/01977261.2018.1543105 |
genre |
Northern Sweden |
genre_facet |
Northern Sweden |
op_relation |
, 2019, 44:1, s. 22-35 Lithic Technology, 2051-6185, 2019, 44:1, s. 22-35 orcid:0000-0003-0880-644X orcid:0000-0001-7471-8195 http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-154130 doi:10.1080/01977261.2018.1543105 ISI:000457783400003 Scopus 2-s2.0-85057246757 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.1080/01977261.2018.1543105 |
container_title |
Lithic Technology |
container_volume |
44 |
container_issue |
1 |
container_start_page |
22 |
op_container_end_page |
35 |
_version_ |
1779318144294191104 |